\def\typeHorizon{the people who type}

We type the horizon of science.

typeHorizon is a research-software studio. Every paper that gets typed pushes the boundary of what is known — so the tools that carry that typing should be precise instruments, not rented apps. Built first for the astrophysics community; open to anyone who writes hard things down.

macOS beta · arm64 Windows & Linux next local-first · you hold the only key
\section{The studio}

Typing is how the horizon moves.

A telescope extends the eye; a manuscript extends the species. Everything humanity knows about the universe was, at some point, typed by someone at a desk at 2 a.m. typeHorizon exists for that person. We build the instruments of writing — local-first, scientifically verified, and owned by the researcher.

PRINCIPLE 01 — OWNERSHIP

Local-first, always

Your manuscript, your data, your machine. Everything works offline; the network is an option, never a requirement. Nothing leaves your computer without your say.

PRINCIPLE 02 — EVIDENCE

Verified intelligence

AI features ship with benchmarks, not adjectives. Every release must catch planted physics errors — and stay silent on correct text. A co-author that invents problems is worse than none.

PRINCIPLE 03 — PRACTICE

Built inside a PhD

Designed during a working doctorate — CMB foregrounds, real referees, real deadlines. Astrophysics-first by birth; nothing stops a geomorphologist, an economist, or a historian at the door.

\section{First instrument}

superHorizon — the LaTeX editor with a co-author inside.

OPENING FOR BETA — macOS

A complete writing environment for scientific papers: a real compiler, a citation engine across four databases, and a deep-AI collaborator named Kumar who referees your physics — and knows when to say “I don’t know.”

Kumar, the co-author Reads your whole document for context. Answers methodology questions with reasoning, caveats and citations — and refuses to invent results. Asked about a fictional experiment in our benchmark, it declined and offered the real literature instead.
σ
A referee before the referee Two-stage fact-check: an instant numeric screen against a registry of measured constants (with σ-deviation and known-tension awareness), then a deep conceptual pass for wrong physics, broken statistics, circular methodology.
Bring your own AI Anthropic, OpenAI, Gemini, DeepSeek, Mistral, Groq, OpenRouter, a local model via Ollama, or any custom endpoint. Your key, encrypted in your OS keychain, sent only to the provider you chose.
Citations that resolve Crossref, OpenAlex, arXiv and NASA ADS in one search; DOI → BibTeX in a keystroke. A&A, MNRAS and AASTeX classes ship inside and compile out of the box.
Yours, offline Compiler, templates, spell-check dictionaries — all inside the app. A train tunnel changes nothing about your writing session.
46/46FUNCTIONAL TESTS
20/24SCIENCE EVAL · 0 FAIL
0FALSE ALARMS ON CORRECT PHYSICS
~2sFULL-THESIS COMPILE
9AI PROVIDERS SUPPORTED
\usepackage{everyone}

One editor, three altitudes

The same instrument, holding you exactly as much as you need — Kumar, the in-editor scientist, adjusts to your altitude.

thesis.tex
\documentclass[12pt]{report}
Miss Tara Tripura

Her first thesis. Templates that explain themselves, structure that appears as she writes, LaTeX taught instead of assumed.

KUMAR · GUIDES EVERY STEP
paper.tex
\documentclass{aa}
Dr. Tara Tripura

Her next paper. Grammar that respects equations, citations that resolve, and a referee that checks the physics before the journal does.

KUMAR · CHECKS THE SCIENCE
collab.tex
\documentclass{mnras}
Prof. Tara Tripura

The international collaboration. Fast, local, private — and an assistant that stays silent until called.

KUMAR · ON DEMAND
\section{Under the hood}

An instrument, not an app.

superHorizon runs its own private engine, entirely on your machine — a real compiler and a real intelligence layer, with no round-trip to anyone’s cloud. Here is what’s inside.

THE EDITOR LOCAL SERVER local engine · your machine only EMBEDDED COMPILER PRIVATE AI LAYER · your model, cloud or local CITATIONS · Crossref / OpenAlex / arXiv / ADS
COMPILER
Embedded — no TeX install needed. Exit-code-truthful builds (an error is never reported as success), SyncTeX mapping both directions — click the PDF, land on the source line.
JOURNAL CLASSES
A compile preflight reads your \documentclass and provisions aa, mnras, aastex class and bibliography files automatically — the classic “aa.cls not found” can’t happen.
AI ARCHITECTURE
Two tiers through one seam. A fast local model handles mechanical checks; all scientific reasoning routes to the deep provider you configure. If the deep tier is unreachable, the referee stays silent rather than letting a small model improvise physics.
FACT-CHECK
Stage 1: instant screen of every symbol = value against a registry of measured constants — flags σ-deviation, knows the H₀ tension zone. Stage 2: a deep referee pass returning structured claims, problems and corrections.
DATA INTEGRITY
Atomic writes everywhere (a crash can never corrupt your notes), serialized compiles (no aux-file races), path-sandboxed file API hardened against traversal — all enforced by an automated suite on every release.
PRIVACY
Nothing listens to the outside world — everything stays on your machine. API keys are encrypted at rest via the OS keychain and injected per-session. Telemetry: none. The only network calls are the ones you ask for.
QUALITY GATES
Every build passes three gates before release: 46 functional tests in a sandbox, a full-thesis torture benchmark (150 files, 100-entry bibliography), and the 24-case scientific-quality evaluation.
STACK
Electron + CodeMirror 6 + PDF.js up front; a local engine that runs and stays entirely on your machine. Nothing leaves your desk unless you send it.
\section{Second instrument}

subHorizon — the knowledge web that remembers the work.

IN BUILD — the thinking layer

A stream forgets. subHorizon accumulates. It's research memory that happens to take chat as its input — where the value isn't the message, but the typed claim that grows out of it.

Typed, not just said A decision keeps its because; a result gets a name and a version; a question stays open until something closes it. Plain chat is the soil — typed knots are what grows.
A tree you watch grow Knots link into a living map of the project. Nothing is deleted — only superseded, and the trail of superseded attempts is itself knowledge. Dead ends and negative results stay first-class, never hidden.
The group decides what mattered Importance is earned, never averaged — a mark shows who vouched, by name, and you can't vouch for your own. The junior marks; the senior just glances.
A history you can hand to a skeptic Every knot is stamped at birth into a tamper-evident record. It proves the work was built by these people, over real time, in order, and never quietly changed — not that the science is right, but that the history is real and can't be cheaply forged.
Human-only, AI on top Only a person can mark the record. The AI can smooth a finished skeleton into prose, but it never invents structure or decides. The proof stays human.
It tunnels into your writing The project's web of knots crosses into superHorizon as the paper's skeleton — questions become the intro, decisions the methodology, surviving results the results. The paper stays alive against the conversation.
\section{The tunnel}

Your knots become the paper — through the tunnel.

Most tools forget. The chat where you found the result, the notebook where you ruled out the wrong model, the paper you finally wrote — three disconnected worlds. typeHorizon runs one certified line of knots through all of them, and tunnels it — privately, on your own machine — from thinking straight into writing. No one else owns both ends.

01 · THINK

Knots in subHorizon

The research grows as a web of knots — decisions, results, questions — with a history that proves you did the work.

02 · TUNNEL

Across, privately

The certified knot-structure tunnels over — on your machine, never through a stranger's server — carrying its proof of provenance with it.

03 · WRITE

Paper in superHorizon

It arrives as a living skeleton in your journal format — the knots already in place. You write; the paper stays anchored to how it was made.

One account, one key. A single research identity signs you into both instruments, and a single encryption key — held only by you — keeps everything readable to you and the people you invite. Not even typeHorizon can read your work.

\section{Why typeHorizon}

The first instrument built for the whole of research.

Not a writing app. Not a notes app. Not another wrapper around someone else's AI. typeHorizon is one coherent instrument — thinking, writing, provenance, citations, collaboration and identity — designed to work as a single thing, and owned by you. The way great tools once made computing feel whole, we make research feel whole.

01

It owns both ends of the work

The only place that holds the thinking — your knots — and the writing, joined by a private, certified tunnel. No one else owns both ends of the loop, so no one else can close it.

02

Provable, not just private

Your work carries a history you can hand to a skeptic: that these people built it, over real time, unaltered. Nothing else in research does this — and it can't be cheaply forged.

03

Integrated, not bolted on

One identity, one key, one design. Compiler, co-author, citations, backups, collaboration — parts of one instrument, not a drawer of plug-ins that half-agree with each other.

04

Yours, and honest

Local-first and private by default, with an AI measured against benchmarks — not adjectives. It says "I don't know" instead of inventing, and runs on your own machine when you want.

If it isn't obviously better for the two people who lived the work — a student and their supervisor — we haven't shipped it. That's the bar.

\section{Download}

Get the instruments.

Local-first, so you own what runs on your machine. Each platform lights up the moment its build ships.

superHorizon — WRITE

superHorizon

The LaTeX editor with a co-author inside.

subHorizon — THINK

subHorizon

The knowledge web that remembers the work.

Drop a build in and its button goes live — no redeploy needed.

\section{Feedback}

Tell us what's working — and what isn't.

Feedback, a bug, or a complaint about superHorizon or subHorizon — it reaches the team directly. Early testers shape what ships next.

\begin{beta}

Write the next paper with us.

The macOS beta is opening to a small group of researchers. Tell us where to send your build — early testers shape the roadmap directly.

NOW — BETAmacOS (Apple silicon)

Full editor, compiler, citations, AI co-author and referee. Free during beta.

NEXTWindows & Linux

Same local-first build, every platform a thesis gets written on.

typeHorizonsubHorizon

What grows inside the horizon. Your group’s thinking, condensed into living structure. More when it’s ready.

FOR INSTITUTES Host it yourself — even the server can't read the work

Accounts, sync and collaboration run on a server you or your institute host — on your own hardware, or on EU ground near you, not off in some company's data centre. And it's end-to-end encrypted: your manuscripts and notes stay readable only to you and the people you invite — not to the server, not to your IT team, not to typeHorizon.

Contact us ↗